Application of clustering methods and data visualization for decision making in higher education
Application of clustering methods and data visualization for decision making in higher education
Author(s): Olta LIaha, Azir Aliu, Esmeralda KADËNASubject(s): Higher Education , Methodology and research technology, Sociology of Education, Distance learning / e-learning
Published by: Rating Academy
Keywords: Machine Learning; Higher Education; Clustering Methods Data Visualization;
Summary/Abstract: This paper aims to present a case study to demonstrate the practical application of data visualization techniques and machine learning algorithms. Examining the data using various algorithms enables us to make predictions about how data visualization affects decision-making. Our study’s results support the notion that data visualization influences decision-making. Moreover, we delve into the implications of employing data visualization technology in the academic community, including faculty and students. Furthermore, we evaluate how data visualization influences decision-making in higher education institutions, showcasing its potential to enhance the efficiency and speed of decision-making for stakeholders.
Journal: Journal of Awareness (JoA)
- Issue Year: 8/2023
- Issue No: 3
- Page Range: 297-303
- Page Count: 7
- Language: English